{"id":"W2072015751","doi":"10.7202/1019108ar","title":"Prévention précoce et intervention sociale","year":2013,"lang":"fr","type":"article","venue":"Service social","topic":"Community Health and Development","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); University of Ottawa","funders":"","keywords":"Humanities; Sociology; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002054853,0.000270046,0.0003743285,0.0001097784,0.002136694,0.00007985465,0.0003336348,0.0009493815,0.01903624],"category_scores_gemma":[0.0001904542,0.0003249386,0.0002116203,0.0005849641,0.00007778579,0.0006848831,0.0004538603,0.001997868,0.01397663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064223,"about_ca_system_score_gemma":0.001445452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04151103,"about_ca_topic_score_gemma":0.05115286,"domain_scores_codex":[0.9943048,0.003049396,0.0009254348,0.0002934817,0.0004434474,0.0009834456],"domain_scores_gemma":[0.9975671,0.0003490103,0.0004958318,0.0002615241,0.001026797,0.0002997776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058901,0.001505133,0.003279903,0.01116966,0.0001466513,0.000004005566,0.1946654,0.000001340561,0.00007575528,0.05351483,0.4057097,0.3298218],"study_design_scores_gemma":[0.003727963,0.0001728801,0.3365355,0.002049918,0.0001092928,0.000003413928,0.1002904,0.0003139373,0.00001214364,0.09569046,0.4603944,0.0006997685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4673543,0.002323305,0.0005592979,0.4566264,0.009912369,0.003397722,0.00007390879,0.0002645352,0.05948823],"genre_scores_gemma":[0.750625,0.0007926021,0.003491558,0.1018374,0.005399662,0.001261827,0.0009010474,0.0001726382,0.1355183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354789,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07203186058713318,"score_gpt":0.4415326271378242,"score_spread":0.369500766550691,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}